My idea is that an app should do its best to work with the OS and not override defaults, that includes system fonts. It is good for consistency, accessibility, etc... If Windows doesn't ship with flag emoji, or any character for that matter, that shouldn't be Chrome's problem.
Android is an OS, Google is responsible of it, so they get to decide what goes in their fonts.